2026
Building a Foundational Guardrail for General Agentic Systems via Synthetic Data
ICLR 2026poster
While LLM agents can plan multi-step tasks, intervening at the planning stage—before any action is executed—is often the safest way to prevent harm, since certain risks can lead to severe consequences once carried out. However, existing guardrails mostly operate post-execution, which is difficult to…